XGBoost-Based Algorithm Interpretation and Application on Post-Fault Transient Stability Status Prediction of Power System. - Minghua Chen 003; Qunying Liu; Shuheng Chen; Yicen Liu; Chang-Hua Zhang; Ruihua Liu (IEEE Access, 2019)

Research on Reduced Order Modeling Method of Power Electronic Interface Based on Hybrid System Theory. - Yijia Heng; Qunying Liu; Xinli Huo; Shuheng Chen; Fan Zhang 078; Ruihua Liu (IECON, 2020)

Coordination Control Based on Virtual Inertial Time Constant and Fuzzy Logic control for Power System with Wind Farm. - Qunying Liu; Yongda Si; Xinli Huo; Shuheng Chen; Fan Zhang 078; Chang-Hua Zhang (IECON, 2020)

Novel Fault Location Method for Power Systems Based on Attention Mechanism and Double Structure GRU Neural Network. - Fan Zhang 078; Qunying Liu; Yilu Liu 001; Ning Tong; Shuheng Chen; Chang-Hua Zhang (IEEE Access, 2020)

Reduced Order Modeling of DFIG based on Singular Perturbation Theory. - Qunying Liu; Yijia Heng; Runsheng Zheng; Shuheng Chen (IECON, 2021)

Sitsen: Passive sitting posture sensing based on wireless devices. - Miaoyu Li; Zhuohan Jiang; Yutong Liu; Shuheng Chen; Marcin Wozniak; Rafal Scherer; Robertas Damasevicius; Wei Wei 006; Ziyi Li 006; Zuxin Li (Int. J. Distributed Sens. Networks, 2021)

Research on the Stochasticity Control Strategy of Wind Farm Incorporating System Contingencies. - Runsheng Zheng; Qunying Liu; Rui Xia; Zhen Guo; Xin Ge; Shuheng Chen (IECON, 2022)

Bi-Level Optimal Energy Management in Distribution Networks with Partial Penetration of Smart Home Energy Management Systems. - Kuthsav Thattai; Shuheng Chen; Boyu Liu; Jayashri Ravishankar (ISGT Asia, 2023)

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases. - Shuheng Chen; Junyi Fan; Armin Abdollahi; Negin Ashrafi; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

XGBoost-Based Prediction of ICU Mortality in Sepsis-Associated Acute Kidney Injury Patients Using MIMIC-IV Database with Validation from eICU Database. - Shuheng Chen; Junyi Fan; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Machine Learning-Based Model for Postoperative Stroke Prediction in Coronary Artery Disease. - Haonan Pan; Shuheng Chen; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Development of Interactive Nomograms for Predicting Short-Term Survival in ICU Patients with Aplastic Anemia. - Junyi Fan; Shuheng Chen; Li Sun; Yong Si; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Predicting Postoperative Stroke in Elderly SICU Patients: An Interpretable Machine Learning Model Using MIMIC Data. - Tinghuan Li; Shuheng Chen; Junyi Fan; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Clinically Interpretable Mortality Prediction for ICU Patients with Diabetes and Atrial Fibrillation: A Machine Learning Approach. - Li Sun; Shuheng Chen; Yong Si; Junyi Fan; Maryam Pishgar; Elham Pishgar; Kamiar Alaei; Greg Placencia (CoRR, 2025)

Early Mortality Prediction in ICU Patients with Hypertensive Kidney Disease Using Interpretable Machine Learning. - Yong Si; Junyi Fan; Li Sun; Shuheng Chen; Minoo Ahmadi; Elham Pishgar; Kamiar Alaei; Greg Placencia; Maryam Pishgar (CoRR, 2025)

Prediction of Significant Creatinine Elevation in First ICU Stays with Vancomycin Use: A retrospective study through Catboost. - Junyi Fan; Li Sun; Shuheng Chen; Yong Si; Minoo Ahmadi; Greg Placencia; Elham Pishgar; Kamiar Alaei; Maryam Pishgar (CoRR, 2025)

Interpretable Machine Learning Model for Early Prediction of Acute Kidney Injury in Critically Ill Patients with Cirrhosis: A Retrospective Study. - Li Sun; Shuheng Chen; Junyi Fan; Yong Si; Minoo Ahmadi; Elham Pishgar; Kamiar Alaei; Maryam Pishgar (CoRR, 2025)